Pith Number

pith:QYMS7NMJ

pith:2023:QYMS7NMJ7DJJSHE6L2TXSY3O5I

not attested not anchored not stored refs pending

Large Language Models for Networking: Applications, Enabling Techniques, and Challenges

Dusit Niyato, Hongyang Du, Jiawen Kang, Shuo Wang, Tao Huang, Xinyuan Zhang, Yudong Huang, Zehui Xiong

arxiv:2311.17474 v1 · 2023-11-29 · cs.NI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QYMS7NMJ7DJJSHE6L2TXSY3O5I}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Validated Intent Compilation for Constrained Routing in LEO Mega-Constellations

Telecom World Models: Unifying Digital Twins, Foundation Models, and Predictive Planning for 6G

Receipt and verification

First computed	2026-07-05T07:18:14.252452Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86192fb589f8d2991c9e5ea779636eea32a51c2ba91058a157e6bfe20ee6ed4b

Aliases

arxiv: 2311.17474 · arxiv_version: 2311.17474v1 · doi: 10.48550/arxiv.2311.17474 · pith_short_12: QYMS7NMJ7DJJ · pith_short_16: QYMS7NMJ7DJJSHE6 · pith_short_8: QYMS7NMJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/QYMS7NMJ7DJJSHE6L2TXSY3O5I \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 86192fb589f8d2991c9e5ea779636eea32a51c2ba91058a157e6bfe20ee6ed4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "442b33dfa003066154d5359bd2416582fb202ef4d4372f2a95dee14aa10079a4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2023-11-29T09:31:13Z",
    "title_canon_sha256": "e9bb2d7d4829090ce480333eb2ff34376f8ec09c085d1dc9e2d4ec1b96d207f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.17474",
    "kind": "arxiv",
    "version": 1
  }
}